| Literature DB >> 28628663 |
Szu-Chi Pai1,2, Pei-Tseng Kung3, Wen-Yu Chou1, Tsunghuai Kuo4, Wen-Chen Tsai1.
Abstract
Over the course of a year, more than 20,000 patients in Taiwan require prolonged mechanical ventilation (PMV). Data from the National Health Insurance Research Database for patients between 2005 and 2011 were used to conduct a retrospective analysis on ventilator dependence. The study subjects were PMV patients aged <17 years in Taiwan. A multiple regression model employing general estimating equations was applied to investigate the factors affecting the use of medical resources by children and adolescent PMV patients. A Cox proportional hazard model was incorporated to explore the factors affecting the survival of these patients. Data were collected for a total of 1,019 children and adolescent PMV patients in Taiwan. The results revealed that the average number of outpatient visits per subject was 32.1 times per year, whereas emergency treatments averaged 1.56 times per year per subject and hospitalizations averaged 160.8 days per year per subject. Regarding average annual medical costs, hospitalizations accounted for the largest portion at NT$821,703 per year per subject, followed by outpatient care at NT$123,136 per year per subject and emergency care at NT$3,806 per year per subject. The demographic results indicated that the patients were predominately male (61.24%), with those under 1 year of age accounting for the highest percentage (36.38%). According to the Kaplan-Meier curve, the 1-year and 5-year mortality rates of the patients were approximately 32% and 47%, respectively. The following factors affecting the survival rate were considered: age, the Charlson Comorbidity Index (CCI), diagnosis type necessitating ventilator use, and whether an invasive ventilator was used. This study investigated the use of medical resources and the survival rates of children and adolescent PMV patients. The findings of this study can serve as a reference for the National Health Insurance Administration in promoting its future integrated pilot projects on ventilator dependency.Entities:
Mesh:
Year: 2017 PMID: 28628663 PMCID: PMC5476277 DOI: 10.1371/journal.pone.0179274
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1KM curve for the survival rates of the child and adolescent PMV patients.
Fig 2KM curves for the survival rates of the child and adolescent PMV patients according to their histories of invasive ventilation use.
Factors that affected the mortality of the child and adolescent PMV patients (N = 1,019).
| Variables | N | % | Adj. HR | 95% CI | P-value | |
|---|---|---|---|---|---|---|
| 1019 | 100 | |||||
| Female (Ref.) | 426 | 41.81 | 1.0 | |||
| Male | 593 | 58.19 | 0.84 | 0.69 | 1.04 | 0.102 |
| <1 y (Ref.) | 400 | 39.25 | 1.0 | |||
| 1–4 y | 225 | 22.08 | 1.09 | 0.82 | 1.44 | 0.553 |
| 5–9 y | 123 | 12.07 | 0.98 | 0.70 | 1.38 | 0.918 |
| 10–14 y | 155 | 15.21 | 0.90 | 0.65 | 1.24 | 0.519 |
| 15–16 y | 116 | 11.38 | 0.65 | 0.44 | 0.96 | 0.032 |
| Low-Income Household (Ref.) | 44 | 4.32 | 1.0 | |||
| ≦17,280 | 69 | 6.77 | 1.55 | 0.81 | 2.97 | 0.184 |
| 17,281~22,800 | 329 | 32.29 | 1.66 | 0.95 | 2.89 | 0.075 |
| 22,801~28,800 | 223 | 21.88 | 1.49 | 0.84 | 2.63 | 0.175 |
| 28,801~36,300 | 109 | 10.70 | 1.66 | 0.89 | 3.07 | 0.109 |
| 36,301~45,800 | 89 | 8.73 | 1.00 | 0.52 | 1.93 | 0.994 |
| 45,801~57,800 | 86 | 8.44 | 1.11 | 0.58 | 2.13 | 0.760 |
| ≧57,801 | 70 | 6.87 | 1.11 | 0.56 | 2.20 | 0.773 |
| Level 1 (Ref.) | 320 | 31.40 | 1.0 | |||
| Level 2 | 307 | 30.13 | 1.14 | 0.87 | 1.48 | 0.343 |
| Level 3 | 179 | 17.57 | 1.08 | 0.79 | 1.48 | 0.635 |
| Level 4 | 130 | 12.76 | 1.38 | 0.99 | 1.91 | 0.055 |
| Level 5–7 | 83 | 8.15 | 1.24 | 0.83 | 1.84 | 0.295 |
| 0(Ref.) | 687 | 67.42 | 1.0 | |||
| 1 | 229 | 22.47 | 1.15 | 0.89 | 1.48 | 0.294 |
| ≧2 | 103 | 10.11 | 1.99 | 1.46 | 2.72 | <0.001 |
| Respiratory (Ref.) | 627 | 61.53 | 1.0 | |||
| Central Nervous System | 138 | 13.54 | 1.09 | 0.81 | 1.47 | 0.573 |
| Musculoskeletal | 99 | 9.72 | 0.54 | 0.35 | 0.83 | 0.005 |
| Other | 155 | 15.21 | 0.99 | 0.73 | 1.36 | 0.958 |
| No (Ref.) | 1.0 | |||||
| ≦4.5 years | 0.65 | 0.52 | 0.81 | <0.001 | ||
| >4.5 years | 2.90 | 0.36 | 23.76 | 0.320 | ||
CI: confidence interval; Adj. HR: adjusted hazard ratio; CCI: Charlson Comorbidity Index.
Average annual medical expense of the child and adolescent PMV patients and the associated factors (n = 547).
| Variable | N | Mean | SD | P-value | β | SE | P-value |
|---|---|---|---|---|---|---|---|
| 547 | 948,645 | 799,004 | |||||
| Female | 212 | 999,084 | 800,090 | 0.241 | |||
| Male | 335 | 916,725 | 797,863 | -64,236 | 65,721 | 0.329 | |
| 0.008 | |||||||
| <1 y | 199 | 998,177 | 856,554 | ||||
| 1–4 y | 131 | 1,081,060 | 903,215 | -125,759 | 87,585 | 0.152 | |
| 5–9 y | 67 | 898,729 | 690,389 | -225,089 | 107,860 | 0.037 | |
| 10–14 y | 85 | 892,714 | 676,223 | -196,714 | 98,205 | 0.046 | |
| 15–16 y | 65 | 654,726 | 538,296 | -376,635 | 116,948 | 0.001 | |
| 0.335 | |||||||
| Low-Income Households | 30 | 1,119,495 | 563,286 | ||||
| ≦17,280 | 46 | 1,008,962 | 893,215 | -112,537 | 172,893 | 0.515 | |
| 17,281~22,800 | 154 | 893,427 | 776,037 | -142,694 | 146,430 | 0.330 | |
| 22,801~28,800 | 122 | 1,023,546 | 868,513 | -95,172 | 150,420 | 0.527 | |
| 28,801~36,300 | 52 | 964,562 | 848,436 | -170,903 | 170,462 | 0.317 | |
| 36,301~45,800 | 56 | 971,292 | 849,782 | -227,067 | 166,989 | 0.175 | |
| 45,801~57,800 | 50 | 941,477 | 782,792 | -186,840 | 169,748 | 0.272 | |
| ≧57,801 | 37 | 671023 | 486,057 | -419,306 | 182,042 | 0.022 | |
| 0.125 | |||||||
| Level 1 | 169 | 958,774 | 765,147 | ||||
| Level 2 | 162 | 923,936 | 756,252 | 29,096 | 82,028 | 0.723 | |
| Level 3 | 108 | 1,096,122 | 974,718 | 105,231 | 90,768 | 0.247 | |
| Level 4 | 64 | 873,842 | 794,925 | -60,856 | 108,357 | 0.575 | |
| Level 5–7 | 44 | 747,524 | 529,705 | -143,521 | 128,394 | 0.264 | |
| 0.266 | |||||||
| 0 | 375 | 924,681 | 784,738 | ||||
| 1 | 128 | 1,045,779 | 874,088 | 104,552 | 77,647 | 0.179 | |
| ≧2 | 44 | 870,305 | 673,962 | 24,701 | 123,210 | 0.841 | |
| <0.001 | |||||||
| Respiratory | 331 | 959,431 | 816,913 | ||||
| Central Nervous System | 82 | 1,179,609 | 670,830 | 78,700 | 92,376 | 0.395 | |
| Musculoskeletal | 65 | 1,019,304 | 873,363 | -6,152 | 99,850 | 0.951 | |
| Other | 69 | 555,861 | 638,192. | -133,834 | 107,092 | 0.212 | |
| <0.001 | |||||||
| No | 230 | 557,830 | 461,618 | ||||
| Yes | 317 | 1,232,201 | 869,954 | 602,939 | 71,856 | <0.001 |
a t test or ANOVA test.
SD: standard deviation; CCI: Charlson Comorbidity Index
Average annual medical service uses and expenses of the child and adolescent PMV patients (n = 547).
| Medical Service Uses | Mean | SD | Min | Max | Median |
|---|---|---|---|---|---|
| 32.1 | 25.4 | 0.0 | 154.3 | 28.9 | |
| Expense | 123,137 | 120,934 | 0.0 | 610,432 | 82,307 |
| 1.6 | 2.2 | 0.0 | 20.6 | 0.7 | |
| Expense | 3,806 | 5,263 | 0.0 | 32,930 | 1,880 |
| 160.8 | 190.4 | 0.0 | 888.5 | 72.7 | |
| Expense | 821,703 | 834,012 | 0.0 | 4,971,166 | 497,394 |
| 948,645 | 799,004 | 0.0 | 5,158,408 | 695,904 |
SD: standard deviation